DocumentCode
2330024
Title
Perceptual Audio Coding Using N-Channel Lattice Vector Quantization
Author
Østergaard, Jan ; Niamut, Omar ; Jensen, Jesper ; Heusdens, Richard
Author_Institution
Inf. & Commun. Theory Group, Delft Univ. of Technol.
Volume
5
fYear
2006
fDate
14-19 May 2006
Abstract
We consider the problem of reliable distribution of audio over packet-switched networks. We make use of multiple-description coding combined with transform coding in order to obtain robustness towards packet losses. Previous approaches to this problem were restricted to the case of only two descriptions. In this work we use n-channel multiple-description lattice vector quantizers (MD-LVQs), which allow for the possibility of using more than two descriptions. For a given packet-loss probability we find the number of descriptions and the bit allocation between transform coefficients which minimizes a perceptual distortion measure subject to an entropy constraint. The optimal quantizers are presented in closed form, thus avoiding any iterative quantizer design procedures. The theoretical results are verified with numerical computer simulations using audio signals and it is shown that in environments with excessive packet losses it is advantageous to use more than two descriptions. We verify in subjective listening tests that using more than two descriptions lead to signals of perceptually higher quality
Keywords
audio coding; iterative methods; packet switching; probability; telecommunication network reliability; transform coding; vector quantisation; bit allocation; entropy constraint; iterative quantizer design; multiple-description coding; n-channel lattice vector quantization; packet-loss probability; packet-switched networks; perceptual audio coding; reliable distribution; transform coding; Audio coding; Bit rate; Computer simulation; Distortion measurement; Entropy; Lattices; Robustness; Testing; Transform coding; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location
Toulouse
ISSN
1520-6149
Print_ISBN
1-4244-0469-X
Type
conf
DOI
10.1109/ICASSP.2006.1661246
Filename
1661246
Link To Document